A Machine Learning Approach to Identify Functional Biomarkers for Traumatic Brain Injury (TBI) Using Functional Near-Infrared Spectroscopy (fNIRS)

Nader Shahni Karamzadeh,Franck Amyot,Kimbra Kenney,Fatima Chowdhry,Afrouz Anderson,Victor Chernomordik,Edward J. Wegman,Eric M. Wassermann,Ramon Diaz-Arrastia,Amir H. Gandjbakhche

Brain（2016）

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摘要

Using fNIRS in the prefrontal cortex, multivariate machine learning approach has been used to analyze hemodynamic responses from a group of 31 healthy and 30 TBI subjects performing complexity task, High accurate classification has been obtained.

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